tune for 1 orchestrator + up to 3 subagents: gpu-mem 0.88 (~15GB reserve), seqs=4, ctx 262144; document use case + tradeoffs
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@@ -56,7 +56,7 @@ PROFILE="dflash" # dflash | dense | base | mtp
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NSPEC="" # override num_speculative_tokens (default per profile)
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PORT="${PORT:-8000}"
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CTX="${CTX:-262144}" # max-model-len: model native max (KV is ~24 KiB/token)
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GPU_MEM="${GPU_MEM:-0.89}" # reserves ~14 GB on a 128 GB (119 GiB) GB10
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GPU_MEM="${GPU_MEM:-0.88}" # reserves ~15 GB on a 128 GB (119 GiB) GB10
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MAX_NUM_SEQS="${MAX_NUM_SEQS:-4}" # ~5 fit full native ctx each; raise for short-ctx concurrency
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MAX_BATCHED_TOKENS="${MAX_BATCHED_TOKENS:-8192}" # chunked-prefill chunk (decoupled from ctx)
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BACKEND="${BACKEND:-flash_attn}"
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@@ -94,7 +94,7 @@ Flags:
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--nspec N num_speculative_tokens (default 12 dflash/dense, 2 mtp, 0 base).
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--port N Server port (default: $PORT).
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--ctx N max-model-len (default: $CTX = model native max).
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--gpu-mem F gpu-memory-utilization (default: $GPU_MEM reserves ~14 GB on 119 GiB).
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--gpu-mem F gpu-memory-utilization (default: $GPU_MEM reserves ~15 GB on 119 GiB).
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--max-num-seqs N concurrent sequences (default: $MAX_NUM_SEQS; ~5 fit full ctx each).
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--max-batched-tokens N chunked-prefill chunk (default: $MAX_BATCHED_TOKENS; keep < ctx).
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--force Skip the GB10/SM121 host check.
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